Fix: Remove file upload to resolve deployment error

app.py

@@ -45,7 +45,6 @@ def analyze_provider_notes(provider_notes, api_url, progress=gr.Progress()):
         
         progress(0.9, desc="Formatting results...")
         
-        # Format complete response
         formatted_response = format_complete_response(result)
         
         progress(1.0, desc="Complete!")
@@ -61,105 +60,6 @@ def analyze_provider_notes(provider_notes, api_url, progress=gr.Progress()):
     except Exception as e:
         return f"❌ **Unexpected Error**\n\n{str(e)}"
 
-def upload_file_analysis(file, api_url, progress=gr.Progress()):
-    """Upload TXT file to backend API for analysis"""
-    if file is None:
-        return "⚠️ Please upload a TXT file first."
-    
-    progress(0, desc="Reading file...")
-    
-    try:
-        # Gradio 4.44+ returns file path as string
-        file_path = file.name if hasattr(file, 'name') else file
-        
-        # Read file content
-        with open(file_path, 'r', encoding='utf-8') as f:
-            file_content = f.read()
-        
-        filename = os.path.basename(file_path)
-        
-        progress(0.3, desc="Sending file to API...")
-        
-        # Prepare multipart form data
-        files = {
-            'file': (filename, file_content.encode('utf-8'), 'text/plain')
-        }
-        
-        response = requests.post(
-            f"{api_url}/api/v1/upload-file",
-            files=files,
-            timeout=60
-        )
-        
-        progress(0.6, desc="Processing file...")
-        
-        response.raise_for_status()
-        result = response.json()
-        
-        progress(0.9, desc="Formatting results...")
-        
-        # Format file upload response
-        formatted_response = format_file_upload_response(result)
-        
-        progress(1.0, desc="Complete!")
-        
-        return formatted_response
-        
-    except requests.exceptions.Timeout:
-        return "❌ **Request Timeout**\n\nThe API is taking too long to process the file. Please try again."
-    except requests.exceptions.HTTPError as e:
-        return f"❌ **HTTP Error {e.response.status_code}**\n\n{e.response.text}"
-    except requests.exceptions.RequestException as e:
-        return f"❌ **Request Error**\n\n{str(e)}"
-    except UnicodeDecodeError:
-        return "❌ **File Encoding Error**\n\nPlease ensure the file is a valid TXT file with UTF-8 encoding."
-    except FileNotFoundError:
-        return "❌ **File Not Found**\n\nThe uploaded file could not be found. Please try again."
-    except Exception as e:
-        return f"❌ **Unexpected Error**\n\n{str(e)}"
-    
-def format_file_upload_response(result):
-    """Format file upload response"""
-    output = "---\n\n"
-    
-    # File info
-    output += f"### 📁 File Information\n\n"
-    output += f"**Filename:** {result.get('filename', 'N/A')}\n\n"
-    output += f"**Text Length:** {result.get('extracted_text_length', 0)} characters\n\n"
-    
-    if result.get('pii_removed'):
-        output += f"**PII Removed:** ✅ Yes ({result.get('pii_count', 0)} entities removed)\n\n"
-    else:
-        output += f"**PII Removed:** ❌ No\n\n"
-    
-    output += "---\n\n"
-    
-    # ICD Codes
-    output += "### 🏥 ICD-10 Diagnostic Codes\n\n"
-    icd_codes = result.get("icd_codes", [])
-    
-    if icd_codes:
-        for idx, code in enumerate(icd_codes, 1):
-            output += f"**{idx}.** `{code}`\n\n"
-        output += f"\n**Explanation:** {result.get('icd_explanation', 'N/A')}\n\n"
-    else:
-        output += "*No ICD-10 codes identified*\n\n"
-    
-    output += "---\n\n"
-    
-    # CPT Codes
-    output += "### 💼 CPT Procedure Codes\n\n"
-    cpt_codes = result.get("cpt_codes", [])
-    
-    if cpt_codes:
-        for idx, code in enumerate(cpt_codes, 1):
-            output += f"**{idx}.** `{code}`\n\n"
-        output += f"\n**Explanation:** {result.get('cpt_explanation', 'N/A')}\n\n"
-    else:
-        output += "*No CPT codes identified*\n\n"
-    
-    return output
-
 def generate_empty_response():
     """Generate empty response message"""
     return """
@@ -173,22 +73,19 @@ Please enter provider notes in the text box below and click **Send** to analyze.
 - Be specific about treatments and prescriptions
 
 **How to use:**
-1. Select an example from the sidebar, or
-2. Upload a TXT file with clinical notes, or
-3. Type your own clinical notes below
-4. Click the **Send** button
-5. Review the ICD-10 and CPT codes generated
+1. Select an example from the sidebar
+2. Type your own clinical notes below
+3. Click the **Send** button
+4. Review the ICD-10 and CPT codes generated
 """
 
 def format_complete_response(result):
     """Format complete analysis response"""
     output = "---\n\n"
     
-    # Overall Summary
     if result.get("overall_summary"):
         output += f"### 📋 Overall Summary\n\n{result['overall_summary']}\n\n---\n\n"
     
-    # ICD-10 Codes
     output += "### 🏥 ICD-10 Diagnostic Codes\n\n"
     icd_codes = result.get("icd_codes", [])
     
@@ -201,7 +98,6 @@ def format_complete_response(result):
     
     output += "---\n\n"
     
-    # CPT Codes
     output += "### 💼 CPT Procedure Codes\n\n"
     cpt_codes = result.get("cpt_codes", [])
     
@@ -214,7 +110,7 @@ def format_complete_response(result):
     
     return output
 
-# ==================== Example Notes (Only 3) ====================
+# ==================== Example Notes ====================
 
 EXAMPLES = {
     "Acute Bronchitis": """Patient presents with acute bronchitis. Cough for 5 days, productive with yellow sputum. Lung exam reveals diffuse wheezing. Prescribed azithromycin 500mg.""",
@@ -244,7 +140,6 @@ def load_css():
 
 with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="Medical Coding (ICD-10) Assistant") as demo:
     
-    # Hidden state for API URL
     api_url_state = gr.State(value="https://Distopia22-icd-cpt-coding-api.hf.space")
     
     # Header
@@ -255,14 +150,12 @@ with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="Medical Coding (IC
         </div>
     """)
     
-    # Main Layout Container
     with gr.Row(elem_classes="main-container"):
         
-        # ==================== Left Sidebar ====================
+        # Left Sidebar
         with gr.Column(scale=1, min_width=280, elem_classes="sidebar"):
             gr.HTML('<div class="sidebar-title">📚 Example Cases</div>')
             
-            # Example buttons (Only 3)
             example_buttons = {}
             for example_name in EXAMPLES.keys():
                 btn = gr.Button(
@@ -273,25 +166,6 @@ with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="Medical Coding (IC
             
             gr.Markdown("---")
             
-            # File Upload Section
-            gr.HTML('<div class="sidebar-title">📤 Upload Document</div>')
-            
-            file_upload = gr.File(
-                label="Upload TXT File",
-                file_count="single",
-                file_types=[".txt"],
-                elem_classes="file-upload"
-            )
-            
-            upload_btn = gr.Button(
-                "📁 Analyze Uploaded File",
-                elem_classes="upload-btn"
-            )
-            
-            gr.Markdown("*Only .txt files are supported*", elem_classes="upload-info")
-            
-            gr.Markdown("---")
-            
             # API Configuration
             with gr.Accordion("⚙️ API Configuration", open=False, elem_classes="api-config"):
                 api_url_input = gr.Textbox(
@@ -304,17 +178,15 @@ with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="Medical Coding (IC
                 check_api_btn = gr.Button("🔍 Check API Status", elem_classes="check-api-button", size="sm")
                 api_status_output = gr.Textbox(label="Status", lines=3, interactive=False)
         
-        # ==================== Right Chat Area ====================
+        # Right Chat Area
         with gr.Column(scale=3, elem_classes="chat-container"):
             
-            # Output/Response Area
             output_area = gr.Markdown(
                 value=generate_empty_response(),
                 elem_classes="output-area",
                 label=""
             )
             
-            # Input Area (Prompt Box) - GPT Style
             with gr.Group(elem_classes="input-container"):
                 with gr.Row():
                     provider_notes_input = gr.Textbox(
@@ -338,54 +210,40 @@ with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="Medical Coding (IC
         </div>
     """)
     
-    # ==================== Event Handlers ====================
-    
-    # Example button clicks
+    # Event Handlers
     for example_name, btn in example_buttons.items():
         btn.click(
             fn=lambda name=example_name: load_example(name),
             outputs=[provider_notes_input]
         )
     
-    # Upload button - Analyze uploaded file
-    upload_btn.click(
-        fn=upload_file_analysis,
-        inputs=[file_upload, api_url_state],
-        outputs=[output_area]
-    )
-    
-    # Send button - Analyze notes
     send_btn.click(
         fn=analyze_provider_notes,
         inputs=[provider_notes_input, api_url_state],
         outputs=[output_area]
     )
     
-    # Clear button
     clear_btn.click(
         fn=lambda: ("", generate_empty_response()),
         outputs=[provider_notes_input, output_area]
     )
     
-    # Check API Health
     check_api_btn.click(
         fn=check_api_health,
         inputs=[api_url_input],
         outputs=[api_status_output]
     )
     
-    # Update API URL state when changed
     api_url_input.change(
         fn=lambda x: x,
         inputs=[api_url_input],
         outputs=[api_url_state]
     )
 
-# Launch the app
+# Launch
 if __name__ == "__main__":
     demo.launch(
         server_name="0.0.0.0",
         server_port=7860,
-        share=False,
         show_error=True
     )